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Rienk RienksRR
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Rienk Rienks

@rienkrienks

I build and deploy production AI agents that automate business processes in regulated environments.

Netherlands
Message

What I'm looking for

I'm looking to build and deploy production AI systems with clients, owning work from requirements and architecture through adoption, especially in regulated environments where governance, security, and measurable process improvement matter.

At The Automation Group, I build and deploy AI agents embedded with financial services, government, and enterprise software clients. I delivered a production AI email-classification agent for a Dutch insurance broker handling 150 emails daily, saving 1 FTE, with follow-up flows saving another 0.5 FTE.

I also built an SEO content agent using Pydantic AI that achieved a 35% higher conversion rate in pilot, and advise a Dutch trading company on GDPR- and NIS2-compliant AI deployment in the Microsoft stack. My work spans AI policy, operating models, governance, role-based access, audit logging, and prompt-injection mitigation.

At TNO, I built an LLM document analyzer on Mistral models and an automated mandate checker using the OpenAI API, with a projected 30–50% process improvement.

Before engineering AI systems, I spent fifteen years in Dutch financial institutions including ING, ABN AMRO, Delta Lloyd, and Nationale-Nederlanden. I led audits of global critical programs, assessed EU AI Act readiness, trained more than 20 colleagues in prompt engineering, and bring disciplined delivery, clear acceptance criteria, and quality that survives review.

Experience

Work history, roles, and key accomplishments

TG
Current

Forward Deployed Engineer | AI Engineer

The Automation Group

Dec 2025 - Present (8 months)

Embedded at clients across financial services, government and enterprise software, building and deploying AI agents and automation platforms. Delivered projects including an AI email classification agent for a claims inbox, an SEO content agent, and advisory on safe AI deployment.

Education

Degrees, certifications, and relevant coursework

DA

Datalumina

Certificate, AI Engineering

2025 - 2025

Completed AI Engineering Training covering RAG, Docker, event-driven architecture, and agent evals.

Vanderbilt University logoVU

Vanderbilt University

Certificate, Artificial Intelligence

2024 - 2024

Completed Agentic AI and Advanced Prompt Engineering training.

University of Amsterdam logoUA

University of Amsterdam

Register Operational Auditor, Operational Auditing

2014 - 2014

Earned the Register Operational Auditor (RO) certification.

RSM Erasmus University logoRU

RSM Erasmus University

Master of Science, International Business Administration

2009 - 2009

Earned a Master of Science in International Business Administration.

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